Fail Fast or Corrupt Silently
Your pipeline ran successfully. The data was wrong. Here’s why input validation isn’t optional — and how to build a gate that actually holds.
Databricks
How an Integer Overflow Silently Destroyed My Production Data
A surrogate key generator overflowed. Spark said nothing. The MERGE overwrote legitimate rows. Here’s the full story — and the guardrails that would have caught it.